Cloudflare detailed its defensive architecture against frontier AI-powered attacks, positioning itself as customer zero in adversarial AI research. The company released WAF rule sets for detecting prompt injection, jailbreak attempts, and model-extraction queries across HTTP traffic.
The framework underscores enterprise demand for AI-native security controls. As foundation models enter production workloads, WAF vendors are shifting from pattern-matching to semantic threat detection, guarding against both inbound API attacks and exfiltration of proprietary weights.